Want to pivot from manufacturing operations (quality) to data engineering/science/MLE. What are some of the opportunities in biotech/pharma space? What skills I need to transition? Would I need a PhD?

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If you are in the manufacturing space already, there will likely be opportunities in process development or manufacturing support business units where you can leverage your domain expertise. Our industry is in the process of catching up to others in terms of data infrastructure and advanced process control so there is some opportunity to get in on that. A PhD is definitely not a requirement but could be a path forward if you are looking to get into more technical ML work in drug discovery.

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Thanks for your input! It’s interesting I see so many different digital platforms used for equipment, QC, QA. There are metrics in place for monitoring. But still there are just a lot of data sitting there and there are no insights/data science work done for them. There are very few positions as well.

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